schoolclosure, Twitter, 1/14/2021 9:12:26 AM, 245579


FAQ | Problem?

schoolclosure_2021-01-14_00-34-17.xlsx
schoolclosure_2021-01-14_00-34-17.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 14, 2021
Short Description:
schoolclosure via NodeXL https://bit.ly/3oKGYxF
@dr_kid_
@dawnsmith07
@outwoodscat
@elastigirlvotes
@lngames9
@intl_ed_news
@bbcnews
@jandthebird
@chippyvanonions
@educationgovuk

Top hashtags:
#schoolclosure
#covid19
#lockdown
#morningjoe
#nyc
#remotelearning
#covid

Description:
Description
The graph represents a network of 1,001 Twitter users whose tweets in the requested range contained "schoolclosure", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 14 January 2021 at 08:35 UTC.

The requested start date was Thursday, 14 January 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 18,000.

The tweets in the network were tweeted over the 73-day, 3-hour, 0-minute period from Sunday, 01 November 2020 at 07:00 UTC to Wednesday, 13 January 2021 at 10:00 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 1001
Unique Edges : 435
Edges With Duplicates : 1222
Total Edges : 1657
Number of Edge Types : 5
Tweet : 296
Retweet : 543
MentionsInRetweet : 581
Mentions : 193
Replies to : 44
Self-Loops : 307
Reciprocated Vertex Pair Ratio : 0.01171875
Reciprocated Edge Ratio : 0.0231660231660232
Connected Components : 278
Single-Vertex Connected Components : 152
Maximum Vertices in a Connected Component : 78
Maximum Edges in a Connected Component : 156
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.019567
Graph Density : 0.000776223776223776
Modularity : 0.523333
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 1,001 Twitter users whose tweets in the requested range contained "schoolclosure", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 14 January 2021 at 08:35 UTC.

The requested start date was Thursday, 14 January 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 18,000.

The tweets in the network were tweeted over the 73-day, 3-hour, 0-minute period from Sunday, 01 November 2020 at 07:00 UTC to Wednesday, 13 January 2021 at 10:00 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : schoolclosure
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[12] https://play.google.com/store/apps/details?id=com.kangaroocrew.alphabet
[12] https://apps.apple.com/us/app/loo-loos-alphabet-matching/id893278924
[12] https://www.amazon.com/s?k=kangaroo+crew&i=mobile-apps&ref=nb_sb_noss
[11] https://www.youtube.com/watch?v=8e-GUYe98GU&feature=youtu.be

[7] https://www.eurosurveillance.org/content/children--schools-and-covid-19
[5] https://guardian.ng/news/lagos-order-closure-of-schools-friday/?utm_term=Autofeed&echobox=twitter_post&utm_medium=Social&utm_source=Twitter#Echobox=1608201981
[4] https://sueatkinsparentingcoach.com/2021/01/why-cant-i-go-to-school/#.X_OelhdFhAc.twitter
[4] https://www.youtube.com/watch?v=-V3ffgMCMcc&feature=youtu.be

[4] https://pages.edlounge.com/book-a-demo/?utm_source=book-a-demo-twitter&utm_medium=twitter&utm_campaign=book-a-demo-twitter&utm_term=twitter&utm_content=book-a-demo-twitter
[3] https://www.physicsscotland.co.uk/

Top URLs in Tweet in G1:
[2] https://www.edgeprop.my/content/1759127/all-educational-institutions-pd-dungun-kerian-be-closed-nov-7-20
[2] https://twitter.com/elizashapiro/status/1329139741116215298
[1] https://www.redbluffdailynews.com/2020/11/09/rdn-l-schoolclosure-1110/?utm_campaign=socialflow&utm_content=tw-redbluffnews&utm_source=twitter.com&utm_medium=social
[1] https://www.youtube.com/watch?v=j9F-bDlhIMg&feature=youtu.be

[1] https://twitter.com/i/web/status/1326517610536710144
[1] https://www.ripclear.com/
[1] https://twitter.com/AlexaGreenNews/status/1326919907594866689
[1] https://twitter.com/marklevinenyc/status/1327642567975034882
[1] https://www.facebook.com/BCSchoolCovidTracker/
[1] https://twitter.com/SkyNews/status/1328019535459471361

Top URLs in Tweet in G2:
[1] https://www.dr-kid.net/schoolclosure-open-nc-usa

Top URLs in Tweet in G3:
[1] https://twitter.com/i/web/status/1338887526073982978

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1329404521043406850

Top URLs in Tweet in G6:
[1] https://www.l-ngames.co.uk/

Top URLs in Tweet in G7:
[1] https://twitter.com/UNISONinSchools/status/1347235202154823681
[1] https://twitter.com/i/web/status/1344662962431209473
[1] https://twitter.com/i/web/status/1342078982079045635
[1] https://twitter.com/SkyNewsBreak/status/1338455430654255104
[1] https://twitter.com/i/web/status/1339566605341224960
[1] https://twitter.com/i/web/status/1338837218337714178
[1] https://twitter.com/skynews/status/1338483040604053504

Top URLs in Tweet in G8:
[2] http://ctv.news/SbXNHHi
[2] https://www.cgdev.org/blog/unequal-burdens-impact-shocks-household-education-spending#.X8vnkJpfirU.twitter
[1] https://internationalednews.com/2020/07/15/my-view-from-ottawa-ontario-canada-trista-hollweck-on-school-closures-and-the-pandemic/
[1] https://www.bbc.com/news/uk-scotland-scotland-politics-55171623
[1] https://twitter.com/i/web/status/1336354991389503489
[1] https://nber.org/papers/w28205
[1] https://twitter.com/i/web/status/1341005535026565120
[1] https://twitter.com/i/web/status/1344629444737171458
[1] https://www.educationworld.in/teachers-await-scrapping-of-50-percent-attendance-rule/
[1] https://polandin.com/51060997/education-minister-hopes-schools-will-reopen-after-winter-break

Top URLs in Tweet in G9:
[11] https://www.youtube.com/watch?v=8e-GUYe98GU&feature=youtu.be

[1] https://www.bbc.co.uk/news/education-55348886
[1] https://twitter.com/drddawoud/status/1322888299900477442

Top URLs in Tweet in G10:
[1] https://www.freepressjournal.in/mumbai/mumbai-bmc-declares-206-private-primary-schools-illegal

Top Domains
Top Domains in Tweet in Entire Graph:
[139] twitter.com
[22] youtube.com
[14] co.uk
[14] google.com
[12] apple.com
[12] amazon.com
[7] eurosurveillance.org
[5] guardian.ng
[4] gov.uk
[4] sueatkinsparentingcoach.com

Top Domains in Tweet in G1:
[56] twitter.com
[6] co.uk
[3] youtube.com
[2] edgeprop.my
[2] zizonline.com
[1] redbluffdailynews.com
[1] ripclear.com
[1] facebook.com
[1] com.pk
[1] marketpulse.com

Top Domains in Tweet in G2:
[1] dr-kid.net

Top Domains in Tweet in G3:
[1] twitter.com

Top Domains in Tweet in G5:
[1] twitter.com

Top Domains in Tweet in G6:
[1] co.uk

Top Domains in Tweet in G7:
[7] twitter.com

Top Domains in Tweet in G8:
[3] twitter.com
[2] ctv.news
[2] cgdev.org
[2] nytimes.com
[2] dutchnews.nl
[1] internationalednews.com
[1] bbc.com
[1] nber.org
[1] educationworld.in
[1] polandin.com

Top Domains in Tweet in G9:
[11] youtube.com
[1] co.uk
[1] twitter.com

Top Domains in Tweet in G10:
[1] freepressjournal.in

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[507] schoolclosure
[82] covid19
[49] lockdown
[47] morningjoe
[19] nyc
[18] remotelearning
[17] covid
[17] homeschooling
[17] reading
[17] karnali



Top Hashtags in Tweet in G1:
[125] schoolclosure
[27] lockdown
[21] covid19
[11] schoolclosures
[10] nyc
[9] covid
[7] homelearning
[6] homeschooling
[6] edutwitter
[5] schools

Top Hashtags in Tweet in G3:
[67] schoolclosure

Top Hashtags in Tweet in G4:
[65] schoolclosure
[1] catsoftwitter
[1] school
[1] cats

Top Hashtags in Tweet in G5:
[47] morningjoe

Top Hashtags in Tweet in G6:
[1] schoolclosure
[1] remotelearning
[1] eyfs
[1] phonics

Top Hashtags in Tweet in G7:
[9] schoolclosure
[1] lockdown
[1] send
[1] sld
[1] pmld
[1] specialschool
[1] schoolclosures
[1] lockdown3
[1] suppresscovid
[1] onlinelearning

Top Hashtags in Tweet in G8:
[16] schoolclosure
[9] covid19
[5] remotelearning
[4] ottawa
[4] education
[3] ontario
[3] canada
[3] schoolreopening
[2] india
[2] us

Top Hashtags in Tweet in G9:
[19] schoolclosure
[1] education
[1] secondlockdown
[1] politicslive
[1] heor
[1] healtheconomics
[1] tradeoffs

Top Hashtags in Tweet in G10:
[3] schoolclosure
[2] stateofbudgetprivateschools
[2] saveeducation
[2] saveteacher
[2] beforeitstoolate
[2] learningloss
[2] sos
[2] telangana
[1] rte

Top Words
Top Words in Tweet in Entire Graph:
[507] #schoolclosure
[177] schools
[135] school
[111] covid
[109] miss
[106] donâ
[95] children
[95] during
[91] close
[87] government

Top Words in Tweet in G1:
[125] #schoolclosure
[39] children
[38] school
[33] schools
[27] #lockdown
[22] child
[21] #covid19
[21] day
[19] back
[18] learning

Top Words in Tweet in G2:
[79] 今回はアメリカから報告された学校再開時の新型コロナの二次感染などを調査した研究です
[79] 感染対策をした上での学校内の二次感染は非常に少なく
[79] 学校内での子供から大人への感染も認められなかったようです
[79] 学校再開における新型コロナウイルスの二次感染は
[78] dr_kid_
[78] ア

Top Words in Tweet in G3:
[67] #schoolclosure
[67] eton
[67] close
[67] outbreak
[67] covid
[67] government
[67] threatening
[67] legal
[67] action
[67] against

Top Words in Tweet in G4:
[67] little
[66] people
[65] friends
[65] worried
[65] miss
[65] during
[65] #schoolclosure
[65] worry
[65] still
[64] outwoodscat

Top Words in Tweet in G5:
[47] dear
[47] #morningjoe
[47] saying
[47] proof
[47] voter
[47] fraud
[47] claiming
[46] elastigirlvotes
[43] schools
[3] schoolsâ

Top Words in Tweet in G6:
[44] schools
[44] closed
[44] miss
[44] chance
[44] win
[44] phonics
[44] game
[44] each
[44] week
[44] jan

Top Words in Tweet in G7:
[9] gavinwilliamson
[9] #schoolclosure
[5] school
[5] open
[4] specialist
[4] settings
[4] special
[4] schools
[4] updated
[4] definitions

Top Words in Tweet in G8:
[16] #schoolclosure
[9] intl_ed_news
[9] #covid19
[6] schools
[5] education
[5] #remotelearning
[4] revisiting
[4] one
[4] popular
[4] year

Top Words in Tweet in G9:
[19] #schoolclosure
[11] check
[11] twitter
[11] saidâ
[6] bbcnews
[5] educationgovuk
[4] russincheshire
[4] fact
[4] disadvantaged
[4] vulnerable

Top Words in Tweet in G10:
[3] #schoolclosure
[2] parthjshah
[2] nisaedu
[2] #stateofbudgetprivateschools
[2] #saveeducation
[2] #saveteacher
[2] #beforeitstoolate
[2] #learningloss
[2] #sos
[2] #telangana

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[79] 今回はアメリカから報告された学校再開時の新型コロナの二次感染などを調査した研究です,感染対策をした上での学校内の二次感染は非常に少なく
[79] 感染対策をした上での学校内の二次感染は非常に少なく,学校内での子供から大人への感染も認められなかったようです
[79] 学校内での子供から大人への感染も認められなかったようです,学校再開における新型コロナウイルスの二次感染は
[78] dr_kid_,今回はアメリカから報告された学校再開時の新型コロナの二次感染などを調査した研究です
[78] 学校再開における新型コロナウイルスの二次感染は,ア
[68] during,#schoolclosure
[67] #schoolclosure,eton
[67] eton,close
[67] close,outbreak
[67] outbreak,covid

Top Word Pairs in Tweet in G1:
[12] #schoolclosure,#lockdown
[9] online,learning
[8] sudden,change
[8] change,hard
[8] hard,children
[8] children,ways
[8] ways,help
[8] help,child
[8] child,deal
[8] deal,week's

Top Word Pairs in Tweet in G2:
[79] 今回はアメリカから報告された学校再開時の新型コロナの二次感染などを調査した研究です,感染対策をした上での学校内の二次感染は非常に少なく
[79] 感染対策をした上での学校内の二次感染は非常に少なく,学校内での子供から大人への感染も認められなかったようです
[79] 学校内での子供から大人への感染も認められなかったようです,学校再開における新型コロナウイルスの二次感染は
[78] dr_kid_,今回はアメリカから報告された学校再開時の新型コロナの二次感染などを調査した研究です
[78] 学校再開における新型コロナウイルスの二次感染は,ア

Top Word Pairs in Tweet in G3:
[67] #schoolclosure,eton
[67] eton,close
[67] close,outbreak
[67] outbreak,covid
[67] covid,government
[67] government,threatening
[67] threatening,legal
[67] legal,action
[67] action,against
[66] dawnsmith07,#schoolclosure

Top Word Pairs in Tweet in G4:
[66] little,people
[65] friends,worried
[65] worried,miss
[65] miss,little
[65] people,during
[65] during,#schoolclosure
[65] worry,still
[64] outwoodscat,friends
[63] #schoolclosure,donâ
[63] donâ,worry

Top Word Pairs in Tweet in G5:
[47] dear,#morningjoe
[47] #morningjoe,saying
[47] saying,proof
[47] proof,voter
[47] voter,fraud
[47] fraud,claiming
[46] elastigirlvotes,dear
[43] claiming,schools
[3] claiming,schoolsâ

Top Word Pairs in Tweet in G6:
[44] schools,closed
[44] miss,chance
[44] chance,win
[44] win,phonics
[44] phonics,game
[44] game,each
[44] each,week
[44] week,jan
[44] jan,enter
[44] enter,follow

Top Word Pairs in Tweet in G7:
[4] specialist,settings
[4] settings,special
[4] special,schools
[4] schools,updated
[4] updated,definitions
[4] definitions,vulnerableâ
[4] vulnerableâ,remaining
[4] remaining,fully
[4] fully,open
[4] open,115

Top Word Pairs in Tweet in G8:
[4] revisiting,one
[4] one,intl_ed_news
[4] intl_ed_news,popular
[4] popular,year
[4] year,trista
[4] trista,hollweck's
[4] hollweck's,view
[4] view,#schoolclosure
[4] #schoolclosure,#ottawa
[4] #covid19,#schoolclosure

Top Word Pairs in Tweet in G9:
[11] check,twitter
[11] twitter,saidâ
[11] saidâ,#schoolclosure
[4] bbcnews,check
[3] russincheshire,check
[3] fact,#schoolclosure
[3] #schoolclosure,damages
[3] damages,disadvantaged
[3] disadvantaged,vulnerable
[3] vulnerable,students

Top Word Pairs in Tweet in G10:
[2] #schoolclosure,#stateofbudgetprivateschools
[2] #stateofbudgetprivateschools,#saveeducation
[2] #saveeducation,#saveteacher
[2] #saveteacher,#beforeitstoolate
[2] #beforeitstoolate,#learningloss
[2] #learningloss,#sos
[2] #sos,#telangana

Top Replied-To
Top Replied-To in Entire Graph:
@bbcnews
@toriaclaire
@bebod
@norrettem
@hpscireland
@gavinwilliamson
@samsteele771
@beast_719
@iamlistening666
@edwardreece

Top Replied-To in G7:
@gavinwilliamson
@catherinewest1
@georgialadbury
@tes
@sadiqkhan

Top Replied-To in G9:
@bbcnews
@iamlistening666
@bbcworld
@washingtonpost
@bbcwalesnews
@scottcullen5
@catfeely
@russincheshire
@whittgaz
@edwardreece

Top Mentioned
Top Mentioned in Entire Graph:
@dr_kid_
@dawnsmith07
@outwoodscat
@elastigirlvotes
@lngames9
@smcps_food
@wfp_nepal
@afdublin
@alnolan
@neunion

Top Mentioned in G1:
@modernmamavan
@newstracklive
@alfredclassical
@martaforesti

Top Mentioned in G2:
@dr_kid_

Top Mentioned in G3:
@dawnsmith07

Top Mentioned in G4:
@outwoodscat

Top Mentioned in G5:
@elastigirlvotes

Top Mentioned in G6:
@lngames9

Top Mentioned in G7:
@gavinwilliamson
@be_more_awesome
@nahtnews
@uklabour
@catherinewest1
@sadiqkhan
@adamjogee
@cllrkirsten
@cllrejiofor
@cllrseema

Top Mentioned in G8:
@intl_ed_news
@alenestour
@sfcarvalho_edu
@nytimes
@dutchnewsnl
@tristateach
@edchangesig
@icseiglobal
@drkarenedge
@hargreavesbc

Top Mentioned in G9:
@suttontrust
@educationgovuk
@russincheshire
@bbcnews
@bbcwalesnews
@aforchildren
@scottcullen5
@legsidelizzy
@niallsmith1970

Top Mentioned in G10:
@parthjshah
@nisaedu
@kbsfed
@daymaraju
@luismirandadots
@bharatm73466557
@kumaranand
@telanganacmo
@tsedudept
@pmoindia

Top Tweeters
Top Tweeters in Entire Graph:
@sahelhkj
@s_mah
@tadrow
@hijcp
@vodafoneuk
@yshbard
@andrewmorrisuk
@mconway70
@avalon1982
@bbcnews

Top Tweeters in G1:
@attachmentmumma
@tmelissen1219
@upstractcom
@newstracklive
@ros_hutchinson
@voiceofvalor
@twinklresources
@newswithrachel
@adamgnathan
@tomtolkien

Top Tweeters in G2:
@s_mah
@yshbard
@avalon1982
@bn2islander
@yayoimochi
@yuuki_sara
@aikonekko
@starguardkb24
@io302
@gomagomagomara

Top Tweeters in G3:
@mconway70
@cleggy261
@artytrace
@robertgedge
@60sleigh
@juliebjewellery
@dd1958
@rhymingmisfit
@katedodd3
@katevasey

Top Tweeters in G4:
@m42calhoun
@hughesdonua
@sandysva
@thereallarocca
@mrbertie
@cinnimini2
@wobblydjeli
@mybeautybug
@labcold
@lkclayton2

Top Tweeters in G5:
@tadrow
@hijcp
@aliadair22
@cltrotlyn
@randyresist
@suelouises
@stephenlday2
@tsiser45
@carmosteph
@cmm09672

Top Tweeters in G6:
@fio_namac
@claner
@akamalaccas1
@leinaddop80
@mathgril
@tintoys05
@bospherous
@katpol80
@dieseljones2
@chadmanpj

Top Tweeters in G7:
@tes
@sadiqkhan
@saperkins
@catherinewest1
@uklabour
@nahtnews
@mrplanttoyou
@perscotta
@tammypalmerld
@martynbowler

Top Tweeters in G8:
@nytimes
@nydailynews
@ctvnews
@theatlantic
@dutchnewsnl
@cgdev
@drkarenedge
@polandin_com
@hargreavesbc
@intl_ed_news

Top Tweeters in G9:
@bbcnews
@washingtonpost
@bbcworld
@legsidelizzy
@teachertoolkit
@bbcwalesnews
@russincheshire
@educationgovuk
@graham_irisc
@drddawoud

Top Tweeters in G10:
@ndtvindia
@narendramodi
@pmoindia
@finminindia
@sanjeevsanyal
@amitctweets
@amitabhk87
@nsitharaman
@nisaedu
@james_tooley